<?xml version="1.0" encoding="ISO-8859-1"?><article xmlns:mml="http://www.w3.org/1998/Math/MathML" xmlns:xlink="http://www.w3.org/1999/xlink" xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance">
<front>
<journal-meta>
<journal-id>0124-8170</journal-id>
<journal-title><![CDATA[Ciencia e Ingeniería Neogranadina]]></journal-title>
<abbrev-journal-title><![CDATA[Cienc. Ing. Neogranad.]]></abbrev-journal-title>
<issn>0124-8170</issn>
<publisher>
<publisher-name><![CDATA[Universidad Militar Nueva Granada]]></publisher-name>
</publisher>
</journal-meta>
<article-meta>
<article-id>S0124-81702024000200131</article-id>
<article-id pub-id-type="doi">10.18359/rfcb.7474</article-id>
<title-group>
<article-title xml:lang="es"><![CDATA[Técnicas de agolpamiento y análisis geoespacial - Estudio comparativo en la línea de emergencia de Bogotá]]></article-title>
<article-title xml:lang="en"><![CDATA[Clustering techniques and geospatial analysis - Comparative study on the Bogotá emergency line]]></article-title>
<article-title xml:lang="pt"><![CDATA[Técnicas de agrupamento e análise geoespacial - Estudo comparativo na linha de emergência de Bogotá]]></article-title>
</title-group>
<contrib-group>
<contrib contrib-type="author">
<name>
<surname><![CDATA[Sánchez-Moreno]]></surname>
<given-names><![CDATA[Jhohan Andrés]]></given-names>
</name>
<xref ref-type="aff" rid="Aff"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname><![CDATA[Figueroa-García]]></surname>
<given-names><![CDATA[Juan Carlos]]></given-names>
</name>
<xref ref-type="aff" rid="Aff"/>
</contrib>
</contrib-group>
<aff id="Af1">
<institution><![CDATA[,Universidad Distrital Francisco José de Caldas  ]]></institution>
<addr-line><![CDATA[Bogotá D. C]]></addr-line>
<country>Colombia</country>
</aff>
<aff id="Af2">
<institution><![CDATA[,Universidad Distrital Francisco José de Caldas  ]]></institution>
<addr-line><![CDATA[Bogotá D. C]]></addr-line>
<country>Colombia</country>
</aff>
<pub-date pub-type="pub">
<day>00</day>
<month>12</month>
<year>2024</year>
</pub-date>
<pub-date pub-type="epub">
<day>00</day>
<month>12</month>
<year>2024</year>
</pub-date>
<volume>34</volume>
<numero>2</numero>
<fpage>131</fpage>
<lpage>146</lpage>
<copyright-statement/>
<copyright-year/>
<self-uri xlink:href="http://www.scielo.org.co/scielo.php?script=sci_arttext&amp;pid=S0124-81702024000200131&amp;lng=en&amp;nrm=iso"></self-uri><self-uri xlink:href="http://www.scielo.org.co/scielo.php?script=sci_abstract&amp;pid=S0124-81702024000200131&amp;lng=en&amp;nrm=iso"></self-uri><self-uri xlink:href="http://www.scielo.org.co/scielo.php?script=sci_pdf&amp;pid=S0124-81702024000200131&amp;lng=en&amp;nrm=iso"></self-uri><abstract abstract-type="short" xml:lang="es"><p><![CDATA[Resumen: El presente trabajo aborda un estudio comparativo entre dos periodos: el primero abarca los dos años anteriores al inicio de la pandemia de covid-19 (2018 y 2019) y el segundo corresponde a los años durante la pandemia (2020 y 2021), en la ciudad de Bogotá, Colombia. Para esto se caracteriza el sistema y, mediante técnicas de agrupamiento y análisis geoespacial, se comparan ambos periodos, permitiendo identificar los cambios en el comportamiento de los incidentes y en la atención brindada, teniendo en cuenta el tipo de vehículo y la prioridad asignada. El análisis espacial identificó que las zonas suroccidental y sur fueron las más afectadas, además, que hay una diferencia en el comportamiento entre el periodo diurno y nocturno. En general, la época de pandemia resultó en mayores tiempos de respuesta, en especial ante incidentes de salud mental, y las zonas mencionadas aumentaron su afectación, debido al crecimiento de los incidentes.]]></p></abstract>
<abstract abstract-type="short" xml:lang="en"><p><![CDATA[Abstract: This study presents a comparative analysis of two temporal periods: the first covers the two years preceding the COVID-19 pandemic (2018 and 2019), and the second encompasses the pandemic years (2020 and 2021) in Bogotá, Colombia. Clustering techniques and geospatial analysis were employed to examine and compare these periods, identifying changes in incident patterns and response efforts. The analysis considered the type of vehicle and assigned priority. Spatial analysis revealed that the southwestern and southern areas were the most affected, with noticeable differences in incident patterns between daytime and nighttime hours. During the pandemic, response times increased, particularly for mental health incidents, while these affected areas experienced a rise in incident frequency.]]></p></abstract>
<abstract abstract-type="short" xml:lang="pt"><p><![CDATA[Resumo: Este trabalho apresenta um estudo comparativo entre dois períodos: o primeiro abrange os dois anos anteriores ao início da pandemia de Covid-19 (2018 e 2019) e o segundo corresponde aos anos durante a pandemia (2020 e 2021), na cidade de Bogotá, Colômbia. Para isso, o sistema foi caracterizado e, por meio de técnicas de agrupamento e análise geoespacial, os dois períodos foram comparados para identificar mudanças no comportamento dos incidentes e no atendimento prestado, levando em consideração o tipo de veículo e a prioridade atribuída. A análise espacial identificou que as zonas sudoeste e sul foram as mais afetadas e revelou uma diferença de comportamento entre os períodos diurno e noturno. Em geral, a pandemia resultou em maiores tempos de resposta, especialmente em incidentes de saúde mental, e as zonas mencionadas apresentaram um aumento na incidência desses casos devido ao crescimento dos incidentes.]]></p></abstract>
<kwd-group>
<kwd lng="es"><![CDATA[análisis de datos geoespaciales]]></kwd>
<kwd lng="es"><![CDATA[agrupamiento]]></kwd>
<kwd lng="es"><![CDATA[sistema de emergencias médicas]]></kwd>
<kwd lng="es"><![CDATA[covid-19]]></kwd>
<kwd lng="en"><![CDATA[Geospatial Data Analysis]]></kwd>
<kwd lng="en"><![CDATA[Clustering]]></kwd>
<kwd lng="en"><![CDATA[Emergency Medical Service]]></kwd>
<kwd lng="en"><![CDATA[COVID-19]]></kwd>
<kwd lng="pt"><![CDATA[análise de dados geoespaciais]]></kwd>
<kwd lng="pt"><![CDATA[agrupamento]]></kwd>
<kwd lng="pt"><![CDATA[sistema de emergências médicas;]]></kwd>
</kwd-group>
</article-meta>
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